Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3947 |
| Missing cells | 3526 |
| Missing cells (%) | 3.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 709.4 KiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 23 |
|---|
Age is highly overall correlated with Work and 1 other fields | High correlation |
Work is highly overall correlated with Age | High correlation |
DM is highly overall correlated with DM_Type and 2 other fields | High correlation |
Year_DM_Diagnosed is highly overall correlated with DM_Duration | High correlation |
DM_Duration is highly overall correlated with Year_DM_Diagnosed | High correlation |
DM_Type is highly overall correlated with DM and 2 other fields | High correlation |
DM_Treatment is highly overall correlated with DM and 2 other fields | High correlation |
Waist is highly overall correlated with BMI | High correlation |
Fasting_Blood_Glucose_Value_SI_Units is highly overall correlated with HbA1C_Admission_Value | High correlation |
HbA1C_Admission_Value is highly overall correlated with DM and 3 other fields | High correlation |
BMI is highly overall correlated with Waist | High correlation |
Creatinine_Clearance is highly overall correlated with Age | High correlation |
Year_DM_Diagnosed has 1763 (44.7%) missing values | Missing |
DM_Duration has 1763 (44.7%) missing values | Missing |
Year_DM_Diagnosed is highly skewed (γ1 = -26.47789388) | Skewed |
DM_Duration is highly skewed (γ1 = 26.48532862) | Skewed |
Gender has 1327 (33.6%) zeros | Zeros |
Education has 948 (24.0%) zeros | Zeros |
Work has 2840 (72.0%) zeros | Zeros |
Cardiac_Arrest_Admission has 3873 (98.1%) zeros | Zeros |
Non_Cardiac_Condition has 3839 (97.3%) zeros | Zeros |
Hypertension has 1371 (34.7%) zeros | Zeros |
Dyslipidemia has 1692 (42.9%) zeros | Zeros |
DM has 1780 (45.1%) zeros | Zeros |
DM_Treatment has 103 (2.6%) zeros | Zeros |
Smoking_History has 956 (24.2%) zeros | Zeros |
Lipid_24_Collected has 501 (12.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-01 22:05:45.403565 |
|---|---|
| Analysis finished | 2023-04-01 22:07:30.658852 |
| Duration | 1 minute and 45.26 seconds |
| Software version | ydata-profiling vv4.0.0 |
| Download configuration | config.json |
Gender
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.66379529 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1327 |
| Zeros (%) | 33.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.47246975 |
|---|---|
| Coefficient of variation (CV) | 0.71177026 |
| Kurtosis | -1.5195376 |
| Mean | 0.66379529 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.6937093 |
| Sum | 2620 |
| Variance | 0.22322766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2620 | |
| 0 | 1327 |
| Value | Count | Frequency (%) |
| 0 | 1327 | |
| 1 | 2620 |
| Value | Count | Frequency (%) |
| 1 | 2620 | |
| 0 | 1327 |
Age
Real number (ℝ)
| Distinct | 78 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.311629 |
| Minimum | 18 |
|---|---|
| Maximum | 112 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 52 |
| median | 60 |
| Q3 | 69 |
| 95-th percentile | 81 |
| Maximum | 112 |
| Range | 94 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.65785 |
|---|---|
| Coefficient of variation (CV) | 0.20987411 |
| Kurtosis | -0.14314114 |
| Mean | 60.311629 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.006380543 |
| Sum | 238050 |
| Variance | 160.22116 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 62 | 142 | 3.6% |
| 72 | 133 | 3.4% |
| 57 | 132 | 3.3% |
| 60 | 130 | 3.3% |
| 67 | 120 | 3.0% |
| 59 | 115 | 2.9% |
| 52 | 115 | 2.9% |
| 64 | 110 | 2.8% |
| 53 | 110 | 2.8% |
| 56 | 109 | 2.8% |
| Other values (68) | 2731 |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 24 | 3 | |
| 25 | 6 | |
| 26 | 5 | |
| 27 | 4 | |
| 28 | 4 | |
| 29 | 4 | |
| 30 | 5 | |
| 31 | 7 |
| Value | Count | Frequency (%) |
| 112 | 1 | < 0.1% |
| 99 | 4 | |
| 97 | 2 | 0.1% |
| 96 | 1 | < 0.1% |
| 95 | 2 | 0.1% |
| 94 | 6 | |
| 93 | 4 | |
| 92 | 6 | |
| 91 | 3 | |
| 90 | 7 |
Education
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9191791 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 948 |
| Zeros (%) | 24.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4289401 |
|---|---|
| Coefficient of variation (CV) | 0.74455796 |
| Kurtosis | -0.58976286 |
| Mean | 1.9191791 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.31689546 |
| Sum | 7575 |
| Variance | 2.0418698 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1905 | |
| 0 | 948 | |
| 4 | 631 | 16.0% |
| 1 | 237 | 6.0% |
| 5 | 163 | 4.1% |
| 3 | 63 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 948 | |
| 1 | 237 | 6.0% |
| 2 | 1905 | |
| 3 | 63 | 1.6% |
| 4 | 631 | 16.0% |
| 5 | 163 | 4.1% |
| Value | Count | Frequency (%) |
| 5 | 163 | 4.1% |
| 4 | 631 | 16.0% |
| 3 | 63 | 1.6% |
| 2 | 1905 | |
| 1 | 237 | 6.0% |
| 0 | 948 |
Work
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31466937 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 2840 |
| Zeros (%) | 72.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.53303933 |
|---|---|
| Coefficient of variation (CV) | 1.6939664 |
| Kurtosis | 1.1834237 |
| Mean | 0.31466937 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4575138 |
| Sum | 1242 |
| Variance | 0.28413093 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2840 | |
| 1 | 972 | 24.6% |
| 2 | 135 | 3.4% |
| Value | Count | Frequency (%) |
| 0 | 2840 | |
| 1 | 972 | 24.6% |
| 2 | 135 | 3.4% |
| Value | Count | Frequency (%) |
| 2 | 135 | 3.4% |
| 1 | 972 | 24.6% |
| 0 | 2840 |
Cardiac_Arrest_Admission
Real number (ℝ)
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.021028629 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 3873 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.15859768 |
|---|---|
| Coefficient of variation (CV) | 7.5419885 |
| Kurtosis | 76.32358 |
| Mean | 0.021028629 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.3071849 |
| Sum | 83 |
| Variance | 0.025153224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3873 | |
| 1 | 65 | 1.6% |
| 2 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 3873 | |
| 1 | 65 | 1.6% |
| 2 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 2 | 9 | 0.2% |
| 1 | 65 | 1.6% |
| 0 | 3873 |
Non_Cardiac_Condition
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.027362554 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 3839 |
| Zeros (%) | 97.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.16315817 |
|---|---|
| Coefficient of variation (CV) | 5.9628269 |
| Kurtosis | 31.615985 |
| Mean | 0.027362554 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.7965477 |
| Sum | 108 |
| Variance | 0.026620589 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3839 | |
| 1 | 108 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 3839 | |
| 1 | 108 | 2.7% |
| Value | Count | Frequency (%) |
| 1 | 108 | 2.7% |
| 0 | 3839 |
Hypertension
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65264758 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1371 |
| Zeros (%) | 34.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.47618921 |
|---|---|
| Coefficient of variation (CV) | 0.72962687 |
| Kurtosis | -1.5893519 |
| Mean | 0.65264758 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.64144657 |
| Sum | 2576 |
| Variance | 0.22675617 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2576 | |
| 0 | 1371 |
| Value | Count | Frequency (%) |
| 0 | 1371 | |
| 1 | 2576 |
| Value | Count | Frequency (%) |
| 1 | 2576 | |
| 0 | 1371 |
Dyslipidemia
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57131999 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1692 |
| Zeros (%) | 42.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.49495002 |
|---|---|
| Coefficient of variation (CV) | 0.86632716 |
| Kurtosis | -1.917834 |
| Mean | 0.57131999 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.28833678 |
| Sum | 2255 |
| Variance | 0.24497553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2255 | |
| 0 | 1692 |
| Value | Count | Frequency (%) |
| 0 | 1692 | |
| 1 | 2255 |
| Value | Count | Frequency (%) |
| 1 | 2255 | |
| 0 | 1692 |
DM
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.54902458 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1780 |
| Zeros (%) | 45.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.49765383 |
|---|---|
| Coefficient of variation (CV) | 0.90643271 |
| Kurtosis | -1.9621371 |
| Mean | 0.54902458 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.19712268 |
| Sum | 2167 |
| Variance | 0.24765934 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2167 | |
| 0 | 1780 |
| Value | Count | Frequency (%) |
| 0 | 1780 | |
| 1 | 2167 |
| Value | Count | Frequency (%) |
| 1 | 2167 | |
| 0 | 1780 |
Year_DM_Diagnosed
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 48 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 1763 |
| Missing (%) | 44.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1997.6282 |
| Minimum | 9 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 1984 |
| Q1 | 1996 |
| median | 2002 |
| Q3 | 2007 |
| 95-th percentile | 2011 |
| Maximum | 2022 |
| Range | 2013 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 74.05268 |
|---|---|
| Coefficient of variation (CV) | 0.037070302 |
| Kurtosis | 707.93308 |
| Mean | 1997.6282 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -26.477894 |
| Sum | 4362820 |
| Variance | 5483.7994 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2002 | 283 | 7.2% |
| 2007 | 169 | 4.3% |
| 1992 | 151 | 3.8% |
| 1997 | 148 | 3.7% |
| 2000 | 116 | 2.9% |
| 2008 | 111 | 2.8% |
| 2006 | 101 | 2.6% |
| 2003 | 98 | 2.5% |
| 2010 | 87 | 2.2% |
| 2011 | 81 | 2.1% |
| Other values (38) | 839 | |
| (Missing) | 1763 |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 1967 | 1 | < 0.1% |
| 1970 | 1 | < 0.1% |
| 1972 | 2 | |
| 1973 | 3 | |
| 1974 | 1 | < 0.1% |
| 1975 | 1 | < 0.1% |
| 1976 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2022 | 1 | < 0.1% |
| 2013 | 1 | < 0.1% |
| 2012 | 60 | 1.5% |
| 2011 | 81 | |
| 2010 | 87 | |
| 2009 | 76 | |
| 2008 | 111 | |
| 2007 | 169 | |
| 2006 | 101 | |
| 2005 | 70 |
DM_Duration
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 46 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 1763 |
| Missing (%) | 44.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.628205 |
| Minimum | -10 |
|---|---|
| Maximum | 2004 |
| Zeros | 30 |
| Zeros (%) | 0.8% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 10 |
| Q3 | 16 |
| 95-th percentile | 28 |
| Maximum | 2004 |
| Range | 2014 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 74.06116 |
|---|---|
| Coefficient of variation (CV) | 5.0629014 |
| Kurtosis | 708.20054 |
| Mean | 14.628205 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 26.485329 |
| Sum | 31948 |
| Variance | 5485.0555 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 338 | 8.6% |
| 20 | 199 | 5.0% |
| 15 | 172 | 4.4% |
| 5 | 171 | 4.3% |
| 12 | 114 | 2.9% |
| 6 | 103 | 2.6% |
| 7 | 91 | 2.3% |
| 2 | 88 | 2.2% |
| 4 | 88 | 2.2% |
| 1 | 83 | 2.1% |
| Other values (36) | 737 | |
| (Missing) | 1763 |
| Value | Count | Frequency (%) |
| -10 | 1 | < 0.1% |
| 0 | 30 | 0.8% |
| 1 | 83 | |
| 2 | 88 | |
| 3 | 78 | |
| 4 | 88 | |
| 5 | 171 | |
| 6 | 103 | |
| 7 | 91 | |
| 8 | 82 |
| Value | Count | Frequency (%) |
| 2004 | 1 | < 0.1% |
| 2003 | 1 | < 0.1% |
| 1992 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 40 | 5 | |
| 38 | 1 | < 0.1% |
| 37 | 2 | 0.1% |
| 36 | 1 | < 0.1% |
| 35 | 7 |
DM_Type
Real number (ℝ)
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4403344 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 26 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.50958844 |
|---|---|
| Coefficient of variation (CV) | 0.35379869 |
| Kurtosis | -1.6245174 |
| Mean | 1.4403344 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.090783993 |
| Sum | 5685 |
| Variance | 0.25968037 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2157 | |
| 2 | 1764 | |
| 0 | 26 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 26 | 0.7% |
| 1 | 2157 | |
| 2 | 1764 |
| Value | Count | Frequency (%) |
| 2 | 1764 | |
| 1 | 2157 | |
| 0 | 26 | 0.7% |
DM_Treatment
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9556625 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 103 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.4567852 |
|---|---|
| Coefficient of variation (CV) | 0.3532065 |
| Kurtosis | 0.4307915 |
| Mean | 6.9556625 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.1412428 |
| Sum | 27454 |
| Variance | 6.0357934 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 1765 | |
| 7 | 893 | |
| 5 | 488 | 12.4% |
| 3 | 336 | 8.5% |
| 8 | 164 | 4.2% |
| 0 | 103 | 2.6% |
| 1 | 100 | 2.5% |
| 4 | 63 | 1.6% |
| 6 | 34 | 0.9% |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 103 | 2.6% |
| 1 | 100 | 2.5% |
| 2 | 1 | < 0.1% |
| 3 | 336 | 8.5% |
| 4 | 63 | 1.6% |
| 5 | 488 | 12.4% |
| 6 | 34 | 0.9% |
| 7 | 893 | |
| 8 | 164 | 4.2% |
| 9 | 1765 |
| Value | Count | Frequency (%) |
| 9 | 1765 | |
| 8 | 164 | 4.2% |
| 7 | 893 | |
| 6 | 34 | 0.9% |
| 5 | 488 | 12.4% |
| 4 | 63 | 1.6% |
| 3 | 336 | 8.5% |
| 2 | 1 | < 0.1% |
| 1 | 100 | 2.5% |
| 0 | 103 | 2.6% |
Smoking_History
Real number (ℝ)
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9293134 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 956 |
| Zeros (%) | 24.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.67111848 |
|---|---|
| Coefficient of variation (CV) | 0.72216593 |
| Kurtosis | 0.61952611 |
| Mean | 0.9293134 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.4959765 |
| Sum | 3668 |
| Variance | 0.45040001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2396 | |
| 0 | 956 | 24.2% |
| 2 | 513 | 13.0% |
| 3 | 82 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 956 | 24.2% |
| 1 | 2396 | |
| 2 | 513 | 13.0% |
| 3 | 82 | 2.1% |
| Value | Count | Frequency (%) |
| 3 | 82 | 2.1% |
| 2 | 513 | 13.0% |
| 1 | 2396 | |
| 0 | 956 | 24.2% |
Lipid_24_Collected
Real number (ℝ)
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.87332151 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 501 |
| Zeros (%) | 12.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.33341555 |
|---|---|
| Coefficient of variation (CV) | 0.3817787 |
| Kurtosis | 3.0344476 |
| Mean | 0.87332151 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.2250973 |
| Sum | 3447 |
| Variance | 0.11116593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3445 | |
| 0 | 501 | 12.7% |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 501 | 12.7% |
| 1 | 3445 | |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 1 | 3445 | |
| 0 | 501 | 12.7% |
Heart_Rate
Real number (ℝ)
| Distinct | 142 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.180476 |
| Minimum | 8 |
|---|---|
| Maximum | 222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 57 |
| Q1 | 71 |
| median | 82 |
| Q3 | 96 |
| 95-th percentile | 120 |
| Maximum | 222 |
| Range | 214 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 20.674988 |
|---|---|
| Coefficient of variation (CV) | 0.2427198 |
| Kurtosis | 2.9745992 |
| Mean | 85.180476 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.0958906 |
| Sum | 336207.34 |
| Variance | 427.45513 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 293 | 7.4% |
| 90 | 199 | 5.0% |
| 70 | 199 | 5.0% |
| 100 | 148 | 3.7% |
| 78 | 135 | 3.4% |
| 88 | 121 | 3.1% |
| 75 | 117 | 3.0% |
| 72 | 103 | 2.6% |
| 85 | 97 | 2.5% |
| 76 | 88 | 2.2% |
| Other values (132) | 2447 |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 30 | 3 | 0.1% |
| 34 | 1 | < 0.1% |
| 35 | 3 | 0.1% |
| 36 | 2 | 0.1% |
| 38 | 5 | |
| 40 | 11 | |
| 42 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 222 | 1 | < 0.1% |
| 200 | 2 | |
| 187 | 1 | < 0.1% |
| 180 | 4 | |
| 175 | 1 | < 0.1% |
| 174 | 1 | < 0.1% |
| 172 | 2 | |
| 170 | 3 | |
| 168 | 3 | |
| 167 | 2 |
Waist
Real number (ℝ)
| Distinct | 183 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.784821 |
| Minimum | 25 |
|---|---|
| Maximum | 194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 73 |
| Q1 | 88 |
| median | 98 |
| Q3 | 109 |
| 95-th percentile | 125 |
| Maximum | 194 |
| Range | 169 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 17.220604 |
|---|---|
| Coefficient of variation (CV) | 0.17610713 |
| Kurtosis | 2.3683096 |
| Mean | 97.784821 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.34128907 |
| Sum | 385956.69 |
| Variance | 296.54919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 220 | 5.6% |
| 100 | 165 | 4.2% |
| 110 | 151 | 3.8% |
| 85 | 148 | 3.7% |
| 98 | 143 | 3.6% |
| 105 | 130 | 3.3% |
| 88 | 122 | 3.1% |
| 80 | 120 | 3.0% |
| 95 | 119 | 3.0% |
| 102 | 110 | 2.8% |
| Other values (173) | 2519 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 30 | 2 | 0.1% |
| 32 | 8 | |
| 33 | 4 | |
| 34 | 5 | |
| 35 | 1 | < 0.1% |
| 36 | 7 | |
| 37 | 1 | < 0.1% |
| 38 | 8 |
| Value | Count | Frequency (%) |
| 194 | 1 | < 0.1% |
| 191 | 2 | 0.1% |
| 165 | 1 | < 0.1% |
| 155 | 1 | < 0.1% |
| 152 | 1 | < 0.1% |
| 150 | 4 | |
| 148 | 5 | |
| 147 | 1 | < 0.1% |
| 146 | 1 | < 0.1% |
| 145 | 3 |
Fasting_Blood_Glucose_Value_SI_Units
Real number (ℝ)
| Distinct | 1634 |
|---|---|
| Distinct (%) | 41.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5651401 |
| Minimum | 0.33 |
|---|---|
| Maximum | 17.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0.33 |
|---|---|
| 5-th percentile | 4.3 |
| Q1 | 5.6 |
| median | 7 |
| Q3 | 9.170616 |
| 95-th percentile | 12.9 |
| Maximum | 17.8 |
| Range | 17.47 |
| Interquartile range (IQR) | 3.570616 |
Descriptive statistics
| Standard deviation | 2.7960472 |
|---|---|
| Coefficient of variation (CV) | 0.36959622 |
| Kurtosis | 1.0624142 |
| Mean | 7.5651401 |
| Median Absolute Deviation (MAD) | 1.64 |
| Skewness | 0.78487547 |
| Sum | 29859.608 |
| Variance | 7.8178797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 79 | 2.0% |
| 5.2 | 76 | 1.9% |
| 5.6 | 68 | 1.7% |
| 5 | 68 | 1.7% |
| 4.8 | 55 | 1.4% |
| 5.4 | 53 | 1.3% |
| 6.2 | 53 | 1.3% |
| 5.5 | 52 | 1.3% |
| 5.8 | 52 | 1.3% |
| 5.7 | 49 | 1.2% |
| Other values (1624) | 3342 |
| Value | Count | Frequency (%) |
| 0.33 | 1 | |
| 0.38 | 1 | |
| 0.46 | 1 | |
| 0.47 | 1 | |
| 0.58 | 1 | |
| 0.61 | 1 | |
| 0.71 | 1 | |
| 0.81 | 1 | |
| 0.98 | 1 | |
| 1.0024 | 1 |
| Value | Count | Frequency (%) |
| 17.8 | 1 | < 0.1% |
| 17.7 | 2 | 0.1% |
| 17.62 | 1 | < 0.1% |
| 17.6 | 1 | < 0.1% |
| 17.4 | 2 | 0.1% |
| 17.3 | 3 | 0.1% |
| 17.2 | 3 | 0.1% |
| 17.17 | 1 | < 0.1% |
| 17.07 | 1 | < 0.1% |
| 17 | 8 |
HbA1C_Admission_Value
Real number (ℝ)
| Distinct | 1767 |
|---|---|
| Distinct (%) | 44.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5987898 |
| Minimum | 3.2 |
|---|---|
| Maximum | 88.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 3.2 |
|---|---|
| 5-th percentile | 5.1 |
| Q1 | 5.93 |
| median | 7.1 |
| Q3 | 8.9 |
| 95-th percentile | 11.37974 |
| Maximum | 88.4 |
| Range | 85.2 |
| Interquartile range (IQR) | 2.97 |
Descriptive statistics
| Standard deviation | 2.4662189 |
|---|---|
| Coefficient of variation (CV) | 0.32455417 |
| Kurtosis | 293.93085 |
| Mean | 7.5987898 |
| Median Absolute Deviation (MAD) | 1.3626 |
| Skewness | 9.6887663 |
| Sum | 29992.423 |
| Variance | 6.0822356 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 144 | 3.6% |
| 5.9 | 71 | 1.8% |
| 5.7 | 69 | 1.7% |
| 5.8 | 64 | 1.6% |
| 5.3 | 53 | 1.3% |
| 5.5 | 52 | 1.3% |
| 5.6 | 52 | 1.3% |
| 7 | 49 | 1.2% |
| 8 | 48 | 1.2% |
| 5.4 | 48 | 1.2% |
| Other values (1757) | 3297 |
| Value | Count | Frequency (%) |
| 3.2 | 1 | < 0.1% |
| 3.3 | 1 | < 0.1% |
| 3.5 | 1 | < 0.1% |
| 3.6 | 1 | < 0.1% |
| 3.75 | 1 | < 0.1% |
| 3.9 | 12 | |
| 4 | 23 | |
| 4.01 | 1 | < 0.1% |
| 4.1 | 4 | 0.1% |
| 4.16 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 88.4 | 1 | |
| 32.3171 | 1 | |
| 20 | 1 | |
| 17.5 | 1 | |
| 16.6 | 1 | |
| 16 | 2 | |
| 15.8 | 1 | |
| 15.7 | 2 | |
| 15.4 | 1 | |
| 15.3 | 1 |
Cholesterol_Value_SI_Units
Real number (ℝ)
| Distinct | 779 |
|---|---|
| Distinct (%) | 19.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7386457 |
| Minimum | 0.07 |
|---|---|
| Maximum | 15.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 2.87 |
| Q1 | 3.85 |
| median | 4.66 |
| Q3 | 5.5 |
| 95-th percentile | 6.954 |
| Maximum | 15.7 |
| Range | 15.63 |
| Interquartile range (IQR) | 1.65 |
Descriptive statistics
| Standard deviation | 1.3199416 |
|---|---|
| Coefficient of variation (CV) | 0.27854828 |
| Kurtosis | 3.3311276 |
| Mean | 4.7386457 |
| Median Absolute Deviation (MAD) | 0.84 |
| Skewness | 0.79636649 |
| Sum | 18703.434 |
| Variance | 1.7422458 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.3 | 82 | 2.1% |
| 4.5 | 80 | 2.0% |
| 5.2 | 74 | 1.9% |
| 4.2 | 73 | 1.8% |
| 4.6 | 73 | 1.8% |
| 5.6 | 70 | 1.8% |
| 4.1 | 67 | 1.7% |
| 4.9 | 67 | 1.7% |
| 4 | 66 | 1.7% |
| 4.8 | 65 | 1.6% |
| Other values (769) | 3230 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.08 | 3 | |
| 0.1 | 2 | |
| 0.13 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 2 | |
| 0.18 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.7 | 1 | |
| 13.74 | 1 | |
| 12.64554 | 1 | |
| 11.8 | 2 | |
| 11.36 | 1 | |
| 11.29 | 1 | |
| 10.97 | 1 | |
| 10.12 | 1 | |
| 10 | 1 | |
| 9.91 | 1 |
Triglycerides_Value_SI_Units
Real number (ℝ)
| Distinct | 695 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.66224 |
| Minimum | 0.01 |
|---|---|
| Maximum | 17.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 1 |
| median | 1.4 |
| Q3 | 2 |
| 95-th percentile | 3.5 |
| Maximum | 17.6 |
| Range | 17.59 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.127144 |
|---|---|
| Coefficient of variation (CV) | 0.67808742 |
| Kurtosis | 33.263088 |
| Mean | 1.66224 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 3.9617528 |
| Sum | 6560.8613 |
| Variance | 1.2704537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 108 | 2.7% |
| 1.1 | 107 | 2.7% |
| 1.2 | 107 | 2.7% |
| 1.3 | 102 | 2.6% |
| 0.8 | 99 | 2.5% |
| 0.9 | 98 | 2.5% |
| 1.5 | 97 | 2.5% |
| 1.6 | 91 | 2.3% |
| 1.4 | 91 | 2.3% |
| 1.8 | 80 | 2.0% |
| Other values (685) | 2967 |
| Value | Count | Frequency (%) |
| 0.01 | 6 | |
| 0.02 | 3 | |
| 0.03 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.6 | 1 | |
| 17.4 | 1 | |
| 14.55 | 1 | |
| 11.56 | 1 | |
| 11.01 | 1 | |
| 10.59 | 1 | |
| 9.72 | 1 | |
| 9.14 | 1 | |
| 9 | 1 | |
| 8.88 | 1 |
BMI
Real number (ℝ)
| Distinct | 1222 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.041358 |
| Minimum | 13.34 |
|---|---|
| Maximum | 342.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 13.34 |
|---|---|
| 5-th percentile | 21.5 |
| Q1 | 24.97 |
| median | 27.8086 |
| Q3 | 31.57 |
| 95-th percentile | 39.811 |
| Maximum | 342.78 |
| Range | 329.44 |
| Interquartile range (IQR) | 6.6 |
Descriptive statistics
| Standard deviation | 8.9405883 |
|---|---|
| Coefficient of variation (CV) | 0.3078571 |
| Kurtosis | 507.29766 |
| Mean | 29.041358 |
| Median Absolute Deviation (MAD) | 3.2614 |
| Skewness | 16.961661 |
| Sum | 114626.24 |
| Variance | 79.934119 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27.68 | 36 | 0.9% |
| 25.71 | 35 | 0.9% |
| 24.22 | 34 | 0.9% |
| 29.41 | 29 | 0.7% |
| 29.76 | 28 | 0.7% |
| 27.34 | 27 | 0.7% |
| 31.25 | 26 | 0.7% |
| 25.95 | 26 | 0.7% |
| 31.22 | 24 | 0.6% |
| 28.73 | 22 | 0.6% |
| Other values (1212) | 3660 |
| Value | Count | Frequency (%) |
| 13.34 | 1 | |
| 14.84 | 1 | |
| 15.78 | 1 | |
| 16.42 | 2 | |
| 16.44 | 1 | |
| 16.77 | 1 | |
| 16.82 | 2 | |
| 16.9 | 1 | |
| 17.04 | 1 | |
| 17.07 | 1 |
| Value | Count | Frequency (%) |
| 342.78 | 1 | |
| 233.4 | 1 | |
| 221.14 | 1 | |
| 96.88 | 1 | |
| 69.25 | 1 | |
| 66.33 | 1 | |
| 65.38 | 1 | |
| 65.02 | 1 | |
| 63.57 | 1 | |
| 61.33 | 1 |
Creatinine_Clearance
Real number (ℝ)
| Distinct | 3401 |
|---|---|
| Distinct (%) | 86.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.785903 |
| Minimum | 5.21 |
|---|---|
| Maximum | 1164.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.0 KiB |
Quantile statistics
| Minimum | 5.21 |
|---|---|
| 5-th percentile | 25.892 |
| Q1 | 57.73 |
| median | 83.29 |
| Q3 | 110.98 |
| 95-th percentile | 167.727 |
| Maximum | 1164.7 |
| Range | 1159.49 |
| Interquartile range (IQR) | 53.25 |
Descriptive statistics
| Standard deviation | 53.136041 |
|---|---|
| Coefficient of variation (CV) | 0.59847385 |
| Kurtosis | 102.97691 |
| Mean | 88.785903 |
| Median Absolute Deviation (MAD) | 26.66 |
| Skewness | 6.2181233 |
| Sum | 350437.96 |
| Variance | 2823.4389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86.1 | 6 | 0.2% |
| 83.2 | 6 | 0.2% |
| 76.16 | 4 | 0.1% |
| 110.7 | 4 | 0.1% |
| 79.9 | 4 | 0.1% |
| 76.26 | 4 | 0.1% |
| 97.17 | 4 | 0.1% |
| 98.69 | 3 | 0.1% |
| 30.55 | 3 | 0.1% |
| 106.6 | 3 | 0.1% |
| Other values (3391) | 3906 |
| Value | Count | Frequency (%) |
| 5.21 | 1 | |
| 5.24 | 1 | |
| 5.57 | 1 | |
| 5.7 | 1 | |
| 5.98 | 1 | |
| 6.18 | 1 | |
| 6.23 | 1 | |
| 6.29 | 1 | |
| 6.33 | 1 | |
| 6.39 | 1 |
| Value | Count | Frequency (%) |
| 1164.7 | 1 | |
| 1153.62 | 1 | |
| 875.43 | 1 | |
| 684.96 | 1 | |
| 626.18 | 1 | |
| 500.2 | 1 | |
| 460.63 | 1 | |
| 363.73 | 1 | |
| 321.8 | 1 | |
| 298.68 | 1 |
| Gender | Age | Education | Work | Cardiac_Arrest_Admission | Non_Cardiac_Condition | Hypertension | Dyslipidemia | DM | Year_DM_Diagnosed | DM_Duration | DM_Type | DM_Treatment | Smoking_History | Lipid_24_Collected | Heart_Rate | Waist | Fasting_Blood_Glucose_Value_SI_Units | HbA1C_Admission_Value | Cholesterol_Value_SI_Units | Triglycerides_Value_SI_Units | BMI | Creatinine_Clearance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gender | 1.000 | -0.162 | -0.004 | 0.383 | 0.007 | -0.009 | -0.213 | -0.127 | -0.166 | 0.089 | -0.090 | 0.168 | 0.159 | -0.142 | 0.071 | -0.129 | -0.038 | -0.089 | -0.123 | 0.002 | -0.008 | -0.177 | 0.107 |
| Age | -0.162 | 1.000 | -0.036 | -0.542 | -0.000 | 0.093 | 0.264 | 0.121 | 0.130 | -0.299 | 0.301 | -0.126 | -0.115 | 0.260 | -0.078 | 0.035 | -0.100 | 0.032 | 0.029 | -0.173 | -0.218 | -0.149 | -0.635 |
| Education | -0.004 | -0.036 | 1.000 | 0.053 | -0.020 | 0.008 | -0.012 | -0.041 | -0.005 | 0.005 | -0.006 | 0.000 | -0.010 | -0.024 | 0.003 | 0.002 | 0.003 | -0.035 | -0.015 | 0.020 | -0.018 | 0.032 | 0.035 |
| Work | 0.383 | -0.542 | 0.053 | 1.000 | -0.005 | -0.067 | -0.247 | -0.125 | -0.173 | 0.208 | -0.208 | 0.170 | 0.161 | -0.183 | 0.053 | -0.062 | 0.018 | -0.090 | -0.108 | 0.123 | 0.132 | 0.046 | 0.401 |
| Cardiac_Arrest_Admission | 0.007 | -0.000 | -0.020 | -0.005 | 1.000 | 0.080 | -0.001 | -0.027 | 0.013 | -0.009 | 0.007 | -0.013 | -0.002 | -0.037 | -0.015 | 0.074 | -0.015 | 0.023 | 0.026 | 0.002 | 0.002 | -0.001 | -0.026 |
| Non_Cardiac_Condition | -0.009 | 0.093 | 0.008 | -0.067 | 0.080 | 1.000 | 0.064 | 0.020 | 0.046 | -0.052 | 0.054 | -0.043 | -0.039 | 0.027 | -0.025 | 0.112 | -0.017 | 0.011 | 0.013 | -0.056 | -0.029 | -0.022 | -0.161 |
| Hypertension | -0.213 | 0.264 | -0.012 | -0.247 | -0.001 | 0.064 | 1.000 | 0.394 | 0.331 | -0.110 | 0.111 | -0.323 | -0.301 | 0.146 | -0.039 | 0.098 | 0.087 | 0.148 | 0.179 | -0.129 | 0.012 | 0.113 | -0.233 |
| Dyslipidemia | -0.127 | 0.121 | -0.041 | -0.125 | -0.027 | 0.020 | 0.394 | 1.000 | 0.323 | -0.062 | 0.068 | -0.318 | -0.311 | 0.110 | -0.018 | 0.026 | 0.081 | 0.135 | 0.181 | -0.071 | 0.088 | 0.096 | -0.102 |
| DM | -0.166 | 0.130 | -0.005 | -0.173 | 0.013 | 0.046 | 0.331 | 0.323 | 1.000 | -0.020 | 0.024 | -0.988 | -0.901 | 0.103 | -0.088 | 0.123 | 0.100 | 0.450 | 0.575 | -0.112 | 0.121 | 0.134 | -0.109 |
| Year_DM_Diagnosed | 0.089 | -0.299 | 0.005 | 0.208 | -0.009 | -0.052 | -0.110 | -0.062 | -0.020 | 1.000 | -0.995 | 0.066 | -0.055 | -0.073 | 0.096 | -0.064 | -0.042 | 0.004 | -0.044 | 0.176 | 0.079 | -0.115 | 0.217 |
| DM_Duration | -0.090 | 0.301 | -0.006 | -0.208 | 0.007 | 0.054 | 0.111 | 0.068 | 0.024 | -0.995 | 1.000 | -0.064 | 0.047 | 0.075 | -0.096 | 0.060 | 0.045 | -0.006 | 0.038 | -0.177 | -0.080 | 0.110 | -0.221 |
| DM_Type | 0.168 | -0.126 | 0.000 | 0.170 | -0.013 | -0.043 | -0.323 | -0.318 | -0.988 | 0.066 | -0.064 | 1.000 | 0.907 | -0.103 | 0.085 | -0.121 | -0.098 | -0.450 | -0.574 | 0.114 | -0.117 | -0.133 | 0.106 |
| DM_Treatment | 0.159 | -0.115 | -0.010 | 0.161 | -0.002 | -0.039 | -0.301 | -0.311 | -0.901 | -0.055 | 0.047 | 0.907 | 1.000 | -0.104 | 0.067 | -0.104 | -0.122 | -0.411 | -0.522 | 0.096 | -0.104 | -0.118 | 0.101 |
| Smoking_History | -0.142 | 0.260 | -0.024 | -0.183 | -0.037 | 0.027 | 0.146 | 0.110 | 0.103 | -0.073 | 0.075 | -0.103 | -0.104 | 1.000 | -0.006 | 0.023 | -0.030 | 0.038 | 0.060 | -0.082 | -0.083 | 0.003 | -0.197 |
| Lipid_24_Collected | 0.071 | -0.078 | 0.003 | 0.053 | -0.015 | -0.025 | -0.039 | -0.018 | -0.088 | 0.096 | -0.096 | 0.085 | 0.067 | -0.006 | 1.000 | -0.034 | 0.005 | -0.011 | -0.026 | 0.021 | -0.047 | -0.035 | 0.048 |
| Heart_Rate | -0.129 | 0.035 | 0.002 | -0.062 | 0.074 | 0.112 | 0.098 | 0.026 | 0.123 | -0.064 | 0.060 | -0.121 | -0.104 | 0.023 | -0.034 | 1.000 | -0.009 | 0.107 | 0.143 | 0.015 | -0.001 | 0.048 | -0.061 |
| Waist | -0.038 | -0.100 | 0.003 | 0.018 | -0.015 | -0.017 | 0.087 | 0.081 | 0.100 | -0.042 | 0.045 | -0.098 | -0.122 | -0.030 | 0.005 | -0.009 | 1.000 | 0.115 | 0.096 | -0.009 | 0.132 | 0.511 | 0.252 |
| Fasting_Blood_Glucose_Value_SI_Units | -0.089 | 0.032 | -0.035 | -0.090 | 0.023 | 0.011 | 0.148 | 0.135 | 0.450 | 0.004 | -0.006 | -0.450 | -0.411 | 0.038 | -0.011 | 0.107 | 0.115 | 1.000 | 0.669 | 0.008 | 0.167 | 0.124 | 0.016 |
| HbA1C_Admission_Value | -0.123 | 0.029 | -0.015 | -0.108 | 0.026 | 0.013 | 0.179 | 0.181 | 0.575 | -0.044 | 0.038 | -0.574 | -0.522 | 0.060 | -0.026 | 0.143 | 0.096 | 0.669 | 1.000 | 0.011 | 0.235 | 0.142 | -0.009 |
| Cholesterol_Value_SI_Units | 0.002 | -0.173 | 0.020 | 0.123 | 0.002 | -0.056 | -0.129 | -0.071 | -0.112 | 0.176 | -0.177 | 0.114 | 0.096 | -0.082 | 0.021 | 0.015 | -0.009 | 0.008 | 0.011 | 1.000 | 0.395 | 0.032 | 0.148 |
| Triglycerides_Value_SI_Units | -0.008 | -0.218 | -0.018 | 0.132 | 0.002 | -0.029 | 0.012 | 0.088 | 0.121 | 0.079 | -0.080 | -0.117 | -0.104 | -0.083 | -0.047 | -0.001 | 0.132 | 0.167 | 0.235 | 0.395 | 1.000 | 0.163 | 0.159 |
| BMI | -0.177 | -0.149 | 0.032 | 0.046 | -0.001 | -0.022 | 0.113 | 0.096 | 0.134 | -0.115 | 0.110 | -0.133 | -0.118 | 0.003 | -0.035 | 0.048 | 0.511 | 0.124 | 0.142 | 0.032 | 0.163 | 1.000 | 0.377 |
| Creatinine_Clearance | 0.107 | -0.635 | 0.035 | 0.401 | -0.026 | -0.161 | -0.233 | -0.102 | -0.109 | 0.217 | -0.221 | 0.106 | 0.101 | -0.197 | 0.048 | -0.061 | 0.252 | 0.016 | -0.009 | 0.148 | 0.159 | 0.377 | 1.000 |
| Gender | Age | Education | Work | Cardiac_Arrest_Admission | Non_Cardiac_Condition | Hypertension | Dyslipidemia | DM | Year_DM_Diagnosed | DM_Duration | DM_Type | DM_Treatment | Smoking_History | Lipid_24_Collected | Heart_Rate | Waist | Fasting_Blood_Glucose_Value_SI_Units | HbA1C_Admission_Value | Cholesterol_Value_SI_Units | Triglycerides_Value_SI_Units | BMI | Creatinine_Clearance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 73 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | NaN | NaN | 2 | 9 | 0 | 1 | 75.0 | 60.0 | 7.000000 | 7.0745 | 5.38 | 1.85 | 20.00 | 24.12 |
| 1 | 0 | 64 | 4 | 0 | 0 | 0 | 1 | 1 | 1 | 2002.0 | 10.0 | 1 | 5 | 1 | 1 | 117.0 | 85.0 | 11.930000 | 9.2907 | 5.40 | 2.24 | 33.29 | 63.60 |
| 2 | 0 | 56 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1988.0 | 24.0 | 1 | 8 | 1 | 0 | 82.0 | 85.0 | 4.400000 | 7.1000 | 4.70 | 1.30 | 31.22 | 114.24 |
| 3 | 0 | 78 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | NaN | NaN | 2 | 9 | 1 | 0 | 90.0 | 90.0 | 6.200000 | 5.6000 | 4.11 | 1.11 | 19.56 | 27.55 |
| 4 | 1 | 54 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | NaN | NaN | 2 | 9 | 1 | 1 | 75.0 | 91.0 | 4.000000 | 5.6000 | 5.20 | 2.20 | 23.05 | 92.37 |
| 5 | 0 | 63 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | 2 | 9 | 1 | 1 | 100.0 | 88.0 | 12.711400 | 11.0729 | 6.50 | 2.50 | 28.30 | 95.53 |
| 6 | 1 | 62 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 2000.0 | 12.0 | 1 | 7 | 2 | 1 | 50.0 | 107.0 | 7.700000 | 7.6000 | 4.06 | 1.15 | 27.18 | 78.88 |
| 7 | 1 | 59 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 2002.0 | 10.0 | 1 | 4 | 0 | 1 | 110.0 | 97.0 | 7.684796 | 8.0000 | 7.74 | 3.91 | 25.24 | 70.21 |
| 8 | 0 | 75 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 2002.0 | 10.0 | 1 | 7 | 1 | 1 | 80.0 | 94.0 | 10.461300 | 10.0000 | 4.70 | 1.50 | 24.26 | 71.83 |
| 9 | 0 | 62 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 1999.0 | 13.0 | 1 | 7 | 1 | 1 | 84.0 | 95.0 | 5.797200 | 6.1000 | 4.90 | 1.57 | 27.56 | 51.32 |
| Gender | Age | Education | Work | Cardiac_Arrest_Admission | Non_Cardiac_Condition | Hypertension | Dyslipidemia | DM | Year_DM_Diagnosed | DM_Duration | DM_Type | DM_Treatment | Smoking_History | Lipid_24_Collected | Heart_Rate | Waist | Fasting_Blood_Glucose_Value_SI_Units | HbA1C_Admission_Value | Cholesterol_Value_SI_Units | Triglycerides_Value_SI_Units | BMI | Creatinine_Clearance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3937 | 1 | 78 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 1984.0 | 28.0 | 1 | 7 | 1 | 1 | 66.0 | 99.00 | 14.400000 | 13.7000 | 2.70 | 0.78 | 27.53 | 68.13 |
| 3938 | 1 | 74 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1987.0 | 25.0 | 1 | 1 | 1 | 1 | 88.0 | 98.42 | 10.800000 | 8.3000 | 5.14 | 1.10 | 28.41 | 56.50 |
| 3939 | 1 | 61 | 5 | 2 | 0 | 1 | 1 | 1 | 1 | 1993.0 | 20.0 | 1 | 7 | 1 | 1 | 87.0 | 90.00 | 4.200000 | 7.4000 | 5.10 | 2.50 | 29.76 | 50.65 |
| 3940 | 0 | 56 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 2004.0 | 8.0 | 1 | 3 | 1 | 0 | 62.0 | 115.00 | 7.200000 | 8.1000 | 7.44 | 2.32 | 33.12 | 109.82 |
| 3941 | 1 | 41 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 2006.0 | 7.0 | 1 | 7 | 2 | 1 | 106.0 | 79.00 | 7.715556 | 8.7606 | 5.90 | 1.90 | 27.97 | 88.77 |
| 3942 | 1 | 75 | 2 | 0 | 0 | 0 | 1 | 1 | 1 | 2001.0 | 11.0 | 1 | 5 | 1 | 1 | 98.0 | 92.00 | 7.500000 | 8.8000 | 4.67 | 2.22 | 23.51 | 45.28 |
| 3943 | 1 | 56 | 0 | 0 | 2 | 0 | 0 | 1 | 1 | 1996.0 | 15.0 | 1 | 7 | 0 | 1 | 120.0 | 93.00 | 7.900000 | 11.6000 | 6.66 | 1.53 | 29.39 | 83.77 |
| 3944 | 1 | 55 | 4 | 0 | 0 | 0 | 0 | 0 | 1 | 2006.0 | 7.0 | 1 | 7 | 0 | 1 | 109.0 | 72.00 | 9.200000 | 11.6000 | 3.95 | 0.80 | 22.84 | 89.61 |
| 3945 | 1 | 77 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | NaN | NaN | 2 | 9 | 1 | 1 | 100.0 | 85.00 | 5.561180 | 5.3575 | 6.71 | 0.65 | 22.04 | 31.00 |
| 3946 | 1 | 73 | 2 | 0 | 0 | 0 | 1 | 1 | 1 | 1987.0 | 25.0 | 1 | 8 | 0 | 1 | 100.0 | 117.00 | 9.002380 | 8.9097 | 4.10 | 1.77 | 29.01 | 67.36 |